Multiple target detection using modified high order correlations
| dc.contributor.author | Azimi-Sadjadi, Mahmood R., author | |
| dc.contributor.author | Liou, Ren-Jean, author | |
| dc.contributor.author | IEEE, publisher | |
| dc.date.accessioned | 2007-01-03T04:43:05Z | |
| dc.date.available | 2007-01-03T04:43:05Z | |
| dc.date.issued | 1998 | |
| dc.description.abstract | This work is concerned with the problem of multiple target track detection in heavy clutter. Using the "modified high order correlation" (HOC) [1-4] process and a track scoring mechanism a new method is developed to perform data association and track identification in the presence of heavy clutter. Using this new scheme any number of very close, crossing or splitting target tracks can be resolved without increasing the computational complexity of the algorithm. The applicability of the method for continuous detection of target tracks that can originate and terminate at any scan is also demonstrated. In addition, the operating characteristics as a function of the clutter density are also provided. Simulation results on all the cases are presented. | |
| dc.description.sponsorship | This work was supported in part by IBM Corporation, Federal Sector Division, Boulder, CO 80301. | |
| dc.format.medium | born digital | |
| dc.format.medium | articles | |
| dc.identifier.bibliographicCitation | Liou, Ren-Jean and Mahmood R. Azimi-Sadjadi, Multiple Target Detection Using Modified High Order Correlations, IEEE Transactions on Aerospace and Electronic Systems 34, no. 2 (April 1998): 553-568. | |
| dc.identifier.uri | http://hdl.handle.net/10217/841 | |
| dc.language | English | |
| dc.language.iso | eng | |
| dc.publisher | Colorado State University. Libraries | |
| dc.relation.ispartof | Faculty Publications | |
| dc.rights | ©1998 IEEE. | |
| dc.rights | Copyright and other restrictions may apply. User is responsible for compliance with all applicable laws. For information about copyright law, please see https://libguides.colostate.edu/copyright. | |
| dc.subject | optical tracking | |
| dc.subject | infrared imaging | |
| dc.subject | clutter | |
| dc.subject | correlation methods | |
| dc.subject | target tracking | |
| dc.subject | sensor fusion | |
| dc.subject | tracking filters | |
| dc.title | Multiple target detection using modified high order correlations | |
| dc.type | Text |
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